Merged Summary

Dataset statistics

Number of variables	30
Number of observations	990
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	239.8 KiB
Average record size in memory	248.0 B

Variable types

Numeric	6
Categorical	24

Alerts

`ECOG` is highly overall correlated with `ECOG_encoded`	High correlation
`ECOG_encoded` is highly overall correlated with `ECOG`	High correlation
`OS` is highly overall correlated with `PFS` and 3 other fields	High correlation
`PFS` is highly overall correlated with `OS` and 6 other fields	High correlation
`age` is highly overall correlated with `age_encoded`	High correlation
`age_encoded` is highly overall correlated with `age`	High correlation
`best_response` is highly overall correlated with `PFS` and 5 other fields	High correlation
`best_response_encoded` is highly overall correlated with `PFS` and 5 other fields	High correlation
`clin_benefit=Yes` is highly overall correlated with `OS` and 6 other fields	High correlation
`msi_type` is highly overall correlated with `msi_type_encoded`	High correlation
`msi_type_encoded` is highly overall correlated with `msi_type`	High correlation
`progression=Yes` is highly overall correlated with `PFS` and 5 other fields	High correlation
`response=Yes` is highly overall correlated with `OS` and 5 other fields	High correlation
`stage` is highly overall correlated with `stage_encoded`	High correlation
`stage_encoded` is highly overall correlated with `stage`	High correlation
`tx_line` is highly overall correlated with `tx_line_encoded`	High correlation
`tx_line_encoded` is highly overall correlated with `tx_line`	High correlation
`vital_status` is highly overall correlated with `OS` and 5 other fields	High correlation
`msi_type` is highly imbalanced (71.8%)	Imbalance
`stage` is highly imbalanced (81.9%)	Imbalance
`cancer_type=LGI` is highly imbalanced (67.4%)	Imbalance
`drug_class=ctla-4` is highly imbalanced (95.4%)	Imbalance
`stage_encoded` is highly imbalanced (81.9%)	Imbalance
`msi_type_encoded` is highly imbalanced (71.8%)	Imbalance
`id` has unique values	Unique
`tmb_mutations_mb` has 22 (2.2%) zeros	Zeros
`age_encoded` has 16 (1.6%) zeros	Zeros

Reproduction

Analysis started	2024-03-10 19:35:27.520662
Analysis finished	2024-03-10 19:35:30.493799
Duration	2.97 seconds
Software version	ydata-profiling vv4.6.4
Download configuration	config.json

id
Real number (ℝ)

UNIQUE

Distinct	990
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9153.2323

Minimum	8215
Maximum	10289
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.5 KiB

Quantile statistics

Minimum	8215
5-th percentile	8298.45
Q1	8635.5
median	9151.5
Q3	9670.75
95-th percentile	9971.1
Maximum	10289
Range	2074
Interquartile range (IQR)	1035.25

Descriptive statistics

Standard deviation	569.91101
Coefficient of variation (CV)	0.062263361
Kurtosis	-1.3572457
Mean	9153.2323
Median Absolute Deviation (MAD)	519
Skewness	-0.017417286
Sum	9061700
Variance	324798.56
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8215	1	0.1%
9510	1	0.1%
9514	1	0.1%
9517	1	0.1%
9518	1	0.1%
9519	1	0.1%
9522	1	0.1%
9523	1	0.1%
9526	1	0.1%
9527	1	0.1%
Other values (980)	980	99.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8215	1	0.1%
8216	1	0.1%
8217	1	0.1%
8219	1	0.1%
8221	1	0.1%
8222	1	0.1%
8223	1	0.1%
8226	1	0.1%
8229	1	0.1%
8230	1	0.1%

Value	Count	Frequency (%)
10289	1	0.1%
10276	1	0.1%
10255	1	0.1%
10254	1	0.1%
10251	1	0.1%
10246	1	0.1%
10245	1	0.1%
10239	1	0.1%
10238	1	0.1%
10032	1	0.1%

tx_year
Categorical

Distinct	4
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	15.5 KiB

2017	356
2018	353
2016	210
2015	71

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	3960
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2018
2nd row	2015
3rd row	2018
4th row	2017
5th row	2016

Common Values

Value	Count	Frequency (%)
2017	356	36.0%
2018	353	35.7%
2016	210	21.2%
2015	71	7.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2017	356	36.0%
2018	353	35.7%
2016	210	21.2%
2015	71	7.2%

Most occurring characters

Value	Count	Frequency (%)
2	990	25.0%
0	990	25.0%
1	990	25.0%
7	356	9.0%
8	353	8.9%
6	210	5.3%
5	71	1.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3960	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	990	25.0%
0	990	25.0%
1	990	25.0%
7	356	9.0%
8	353	8.9%
6	210	5.3%
5	71	1.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	3960	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	990	25.0%
0	990	25.0%
1	990	25.0%
7	356	9.0%
8	353	8.9%
6	210	5.3%
5	71	1.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3960	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	990	25.0%
0	990	25.0%
1	990	25.0%
7	356	9.0%
8	353	8.9%
6	210	5.3%
5	71	1.8%

age
Categorical

HIGH CORRELATION

Distinct	6
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	15.5 KiB

61 - 70	346
51 - 60	241
71 - 95	230
41 - 50	109
31 - 40	48

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	6930
Distinct characters	11
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	61 - 70
2nd row	51 - 60
3rd row	51 - 60
4th row	51 - 60
5th row	61 - 70

Common Values

Value	Count	Frequency (%)
61 - 70	346	34.9%
51 - 60	241	24.3%
71 - 95	230	23.2%
41 - 50	109	11.0%
31 - 40	48	4.8%
21 - 30	16	1.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
	990	33.3%
61	346	11.6%
70	346	11.6%
51	241	8.1%
60	241	8.1%
71	230	7.7%
95	230	7.7%
41	109	3.7%
50	109	3.7%
31	48	1.6%
Other values (3)	80	2.7%

Most occurring characters

Value	Count	Frequency (%)
	1980	28.6%
1	990	14.3%
-	990	14.3%
0	760	11.0%
6	587	8.5%
5	580	8.4%
7	576	8.3%
9	230	3.3%
4	157	2.3%
3	64	0.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3960	57.1%
Space Separator	1980	28.6%
Dash Punctuation	990	14.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	990	25.0%
0	760	19.2%
6	587	14.8%
5	580	14.6%
7	576	14.5%
9	230	5.8%
4	157	4.0%
3	64	1.6%
2	16	0.4%

Space Separator

Value	Count	Frequency (%)
	1980	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	990	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6930	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
	1980	28.6%
1	990	14.3%
-	990	14.3%
0	760	11.0%
6	587	8.5%
5	580	8.4%
7	576	8.3%
9	230	3.3%
4	157	2.3%
3	64	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6930	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1980	28.6%
1	990	14.3%
-	990	14.3%
0	760	11.0%
6	587	8.5%
5	580	8.4%
7	576	8.3%
9	230	3.3%
4	157	2.3%
3	64	0.9%

nlr
Real number (ℝ)

Distinct	520
Distinct (%)	52.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.4006869

Minimum	0.3
Maximum	87
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.5 KiB

Quantile statistics

Minimum	0.3
5-th percentile	1.53
Q1	2.86
median	4.42
Q3	7.13
95-th percentile	16.714
Maximum	87
Range	86.7
Interquartile range (IQR)	4.27

Descriptive statistics

Standard deviation	7.0841867
Coefficient of variation (CV)	1.1067854
Kurtosis	36.310545
Mean	6.4006869
Median Absolute Deviation (MAD)	1.825
Skewness	4.8687374
Sum	6336.68
Variance	50.185701
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4	16	1.6%
2	12	1.2%
7	10	1.0%
3	10	1.0%
6	9	0.9%
5	8	0.8%
5.75	8	0.8%
6.5	7	0.7%
3.67	7	0.7%
2.63	6	0.6%
Other values (510)	897	90.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.3	1	0.1%
0.47	1	0.1%
0.65	1	0.1%
0.71	1	0.1%
0.74	1	0.1%
0.77	1	0.1%
0.79	1	0.1%
0.8	1	0.1%
0.95	1	0.1%
0.98	1	0.1%

Value	Count	Frequency (%)
87	1	0.1%
77.33	1	0.1%
52	1	0.1%
51.75	1	0.1%
49.71	1	0.1%
49.5	1	0.1%
49.25	1	0.1%
43.67	1	0.1%
43.5	1	0.1%
37.5	1	0.1%

msi_type
Categorical

HIGH CORRELATION IMBALANCE

Distinct	3
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	15.5 KiB

Stable	918
Indeterminate	41
Unstable	31

Length

Max length	13
Median length	6
Mean length	6.3525253
Min length	6

Characters and Unicode

Total characters	6289
Distinct characters	14
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Stable
2nd row	Stable
3rd row	Stable
4th row	Stable
5th row	Indeterminate

Common Values

Value	Count	Frequency (%)
Stable	918	92.7%
Indeterminate	41	4.1%
Unstable	31	3.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
stable	918	92.7%
indeterminate	41	4.1%
unstable	31	3.1%

Most occurring characters

Value	Count	Frequency (%)
e	1072	17.0%
t	1031	16.4%
a	990	15.7%
b	949	15.1%
l	949	15.1%
S	918	14.6%
n	113	1.8%
I	41	0.7%
d	41	0.7%
r	41	0.7%
Other values (4)	144	2.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	5299	84.3%
Uppercase Letter	990	15.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	1072	20.2%
t	1031	19.5%
a	990	18.7%
b	949	17.9%
l	949	17.9%
n	113	2.1%
d	41	0.8%
r	41	0.8%
m	41	0.8%
i	41	0.8%

Uppercase Letter

Value	Count	Frequency (%)
S	918	92.7%
I	41	4.1%
U	31	3.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	6289	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	1072	17.0%
t	1031	16.4%
a	990	15.7%
b	949	15.1%
l	949	15.1%
S	918	14.6%
n	113	1.8%
I	41	0.7%
d	41	0.7%
r	41	0.7%
Other values (4)	144	2.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6289	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	1072	17.0%
t	1031	16.4%
a	990	15.7%
b	949	15.1%
l	949	15.1%
S	918	14.6%
n	113	1.8%
I	41	0.7%
d	41	0.7%
r	41	0.7%
Other values (4)	144	2.3%

tmb_mutations_mb
Real number (ℝ)

ZEROS

Distinct	112
Distinct (%)	11.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.735758

Minimum	0
Maximum	368.6
Zeros	22
Zeros (%)	2.2%
Negative	0
Negative (%)	0.0%
Memory size	15.5 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	3.5
median	6.1
Q3	11.8
95-th percentile	43.3
Maximum	368.6
Range	368.6
Interquartile range (IQR)	8.3

Descriptive statistics

Standard deviation	20.649885
Coefficient of variation (CV)	1.7595698
Kurtosis	103.20754
Mean	11.735758
Median Absolute Deviation (MAD)	3.5
Skewness	7.8953863
Sum	11618.4
Variance	426.41775
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.4	62	6.3%
3.5	57	5.8%
2.6	49	4.9%
5.3	48	4.8%
7.9	48	4.8%
6.1	46	4.6%
3.9	38	3.8%
1.8	36	3.6%
3	35	3.5%
2	30	3.0%
Other values (102)	541	54.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	22	2.2%
0.9	27	2.7%
1	18	1.8%
1.8	36	3.6%
2	30	3.0%
2.6	49	4.9%
3	35	3.5%
3.5	57	5.8%
3.9	38	3.8%
4.4	62	6.3%

Value	Count	Frequency (%)
368.6	1	0.1%
178.2	1	0.1%
158.9	1	0.1%
153.5	1	0.1%
144.8	1	0.1%
131.7	1	0.1%
111.5	1	0.1%
102.7	1	0.1%
102.3	1	0.1%
93.5	1	0.1%

best_response
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	15.5 KiB

PD	519
PR	212
SD	199
CR	60

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	1980
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	PR
2nd row	PD
3rd row	PR
4th row	PR
5th row	PD

Common Values

Value	Count	Frequency (%)
PD	519	52.4%
PR	212	21.4%
SD	199	20.1%
CR	60	6.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
pd	519	52.4%
pr	212	21.4%
sd	199	20.1%
cr	60	6.1%

Most occurring characters

Value	Count	Frequency (%)
P	731	36.9%
D	718	36.3%
R	272	13.7%
S	199	10.1%
C	60	3.0%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	1980	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
P	731	36.9%
D	718	36.3%
R	272	13.7%
S	199	10.1%
C	60	3.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1980	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
P	731	36.9%
D	718	36.3%
R	272	13.7%
S	199	10.1%
C	60	3.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1980	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
P	731	36.9%
D	718	36.3%
R	272	13.7%
S	199	10.1%
C	60	3.0%

PFS
Real number (ℝ)

HIGH CORRELATION

Distinct	395
Distinct (%)	39.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.7940202

Minimum	0.1
Maximum	52.44
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.5 KiB

Quantile statistics

Minimum	0.1
5-th percentile	0.59
Q1	1.3575
median	2.6
Q3	8.215
95-th percentile	27.37
Maximum	52.44
Range	52.34
Interquartile range (IQR)	6.8575

Descriptive statistics

Standard deviation	9.3614444
Coefficient of variation (CV)	1.3778947
Kurtosis	5.7203496
Mean	6.7940202
Median Absolute Deviation (MAD)	1.71
Skewness	2.3525151
Sum	6726.08
Variance	87.636642
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.35	18	1.8%
1.61	15	1.5%
1.38	15	1.5%
1.15	14	1.4%
1.68	14	1.4%
1.41	13	1.3%
0.69	12	1.2%
0.89	12	1.2%
1.18	12	1.2%
0.92	12	1.2%
Other values (385)	853	86.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1	1	0.1%
0.13	2	0.2%
0.2	4	0.4%
0.23	5	0.5%
0.26	3	0.3%
0.3	3	0.3%
0.33	1	0.1%
0.36	3	0.3%
0.39	3	0.3%
0.43	2	0.2%

Value	Count	Frequency (%)
52.44	1	0.1%
51.75	1	0.1%
50.23	1	0.1%
49.97	1	0.1%
46.88	1	0.1%
46.69	1	0.1%
46.46	1	0.1%
46.36	1	0.1%
45.96	1	0.1%
45.54	1	0.1%

vital_status
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	15.5 KiB

1.0	610
0.0	380

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	2970
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	610	61.6%
0.0	380	38.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	610	61.6%
0.0	380	38.4%

Most occurring characters

Value	Count	Frequency (%)
0	1370	46.1%
.	990	33.3%
1	610	20.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1980	66.7%
Other Punctuation	990	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1370	69.2%
1	610	30.8%

Other Punctuation

Value	Count	Frequency (%)
.	990	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2970	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1370	46.1%
.	990	33.3%
1	610	20.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2970	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1370	46.1%
.	990	33.3%
1	610	20.5%

OS
Real number (ℝ)

HIGH CORRELATION

Distinct	606
Distinct (%)	61.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.378475

Minimum	0.1
Maximum	52.44
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.5 KiB

Quantile statistics

Minimum	0.1
5-th percentile	0.89
Q1	4.1175
median	10.775
Q3	19.55
95-th percentile	36.815
Maximum	52.44
Range	52.34
Interquartile range (IQR)	15.4325

Descriptive statistics

Standard deviation	11.1894
Coefficient of variation (CV)	0.83637336
Kurtosis	0.73721163
Mean	13.378475
Median Absolute Deviation (MAD)	7.295
Skewness	1.0731896
Sum	13244.69
Variance	125.20267
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.88	6	0.6%
2.69	5	0.5%
1.74	5	0.5%
7.95	5	0.5%
0.95	5	0.5%
0.99	5	0.5%
14.95	5	0.5%
3.35	4	0.4%
0.92	4	0.4%
0.85	4	0.4%
Other values (596)	942	95.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1	1	0.1%
0.13	2	0.2%
0.2	1	0.1%
0.23	3	0.3%
0.3	1	0.1%
0.33	1	0.1%
0.36	3	0.3%
0.39	2	0.2%
0.43	1	0.1%
0.46	2	0.2%

Value	Count	Frequency (%)
52.44	1	0.1%
52.04	1	0.1%
51.75	1	0.1%
50.14	1	0.1%
50.07	1	0.1%
49.97	1	0.1%
49.91	1	0.1%
48.82	1	0.1%
48.03	1	0.1%
47.47	1	0.1%

stage
Categorical

HIGH CORRELATION IMBALANCE

Distinct	4
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	15.5 KiB

IV	930
III	54
II	5
I	1

Length

Max length	3
Median length	2
Mean length	2.0535354
Min length	1

Characters and Unicode

Total characters	2033
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	IV
2nd row	IV
3rd row	IV
4th row	IV
5th row	IV

Common Values

Value	Count	Frequency (%)
IV	930	93.9%
III	54	5.5%
II	5	0.5%
I	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
iv	930	93.9%
iii	54	5.5%
ii	5	0.5%
i	1	0.1%

Most occurring characters

Value	Count	Frequency (%)
I	1103	54.3%
V	930	45.7%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	2033	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
I	1103	54.3%
V	930	45.7%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2033	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
I	1103	54.3%
V	930	45.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2033	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
I	1103	54.3%
V	930	45.7%

tx_line
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	15.5 KiB

Subsequent-line	667
First-line	323

Length

Max length	15
Median length	15
Mean length	13.368687
Min length	10

Characters and Unicode

Total characters	13235
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Subsequent-line
2nd row	First-line
3rd row	Subsequent-line
4th row	First-line
5th row	Subsequent-line

Common Values

Value	Count	Frequency (%)
Subsequent-line	667	67.4%
First-line	323	32.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
subsequent-line	667	67.4%
first-line	323	32.6%

Most occurring characters

Value	Count	Frequency (%)
e	2324	17.6%
n	1657	12.5%
u	1334	10.1%
i	1313	9.9%
s	990	7.5%
t	990	7.5%
-	990	7.5%
l	990	7.5%
S	667	5.0%
b	667	5.0%
Other values (3)	1313	9.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	11255	85.0%
Dash Punctuation	990	7.5%
Uppercase Letter	990	7.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	2324	20.6%
n	1657	14.7%
u	1334	11.9%
i	1313	11.7%
s	990	8.8%
t	990	8.8%
l	990	8.8%
b	667	5.9%
q	667	5.9%
r	323	2.9%

Uppercase Letter

Value	Count	Frequency (%)
S	667	67.4%
F	323	32.6%

Dash Punctuation

Value	Count	Frequency (%)
-	990	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	12245	92.5%
Common	990	7.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	2324	19.0%
n	1657	13.5%
u	1334	10.9%
i	1313	10.7%
s	990	8.1%
t	990	8.1%
l	990	8.1%
S	667	5.4%
b	667	5.4%
q	667	5.4%
Other values (2)	646	5.3%

Common

Value	Count	Frequency (%)
-	990	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	13235	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	2324	17.6%
n	1657	12.5%
u	1334	10.1%
i	1313	9.9%
s	990	7.5%
t	990	7.5%
-	990	7.5%
l	990	7.5%
S	667	5.0%
b	667	5.0%
Other values (3)	1313	9.9%

ECOG
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	15.5 KiB

1.0	544
0.0	357
2.0	76
3.0	11
4.0	2

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	2970
Distinct characters	6
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	544	54.9%
0.0	357	36.1%
2.0	76	7.7%
3.0	11	1.1%
4.0	2	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	544	54.9%
0.0	357	36.1%
2.0	76	7.7%
3.0	11	1.1%
4.0	2	0.2%

Most occurring characters

Value	Count	Frequency (%)
0	1347	45.4%
.	990	33.3%
1	544	18.3%
2	76	2.6%
3	11	0.4%
4	2	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1980	66.7%
Other Punctuation	990	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1347	68.0%
1	544	27.5%
2	76	3.8%
3	11	0.6%
4	2	0.1%

Other Punctuation

Value	Count	Frequency (%)
.	990	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2970	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1347	45.4%
.	990	33.3%
1	544	18.3%
2	76	2.6%
3	11	0.4%
4	2	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2970	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1347	45.4%
.	990	33.3%
1	544	18.3%
2	76	2.6%
3	11	0.4%
4	2	0.1%

response=Yes
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	15.5 KiB

0.0	718
1.0	272

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	2970
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	0.0
3rd row	1.0
4th row	1.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	718	72.5%
1.0	272	27.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	718	72.5%
1.0	272	27.5%

Most occurring characters

Value	Count	Frequency (%)
0	1708	57.5%
.	990	33.3%
1	272	9.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1980	66.7%
Other Punctuation	990	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1708	86.3%
1	272	13.7%

Other Punctuation

Value	Count	Frequency (%)
.	990	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2970	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1708	57.5%
.	990	33.3%
1	272	9.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2970	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1708	57.5%
.	990	33.3%
1	272	9.2%

clin_benefit=Yes
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	15.5 KiB

0.0	674
1.0	316

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	2970
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	0.0
3rd row	1.0
4th row	1.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	674	68.1%
1.0	316	31.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	674	68.1%
1.0	316	31.9%

Most occurring characters

Value	Count	Frequency (%)
0	1664	56.0%
.	990	33.3%
1	316	10.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1980	66.7%
Other Punctuation	990	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1664	84.0%
1	316	16.0%

Other Punctuation

Value	Count	Frequency (%)
.	990	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2970	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1664	56.0%
.	990	33.3%
1	316	10.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2970	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1664	56.0%
.	990	33.3%
1	316	10.6%

cancer_type=GU
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	15.5 KiB

0.0	851
1.0	139

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	2970
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	851	86.0%
1.0	139	14.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	851	86.0%
1.0	139	14.0%

Most occurring characters

Value	Count	Frequency (%)
0	1841	62.0%
.	990	33.3%
1	139	4.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1980	66.7%
Other Punctuation	990	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1841	93.0%
1	139	7.0%

Other Punctuation

Value	Count	Frequency (%)
.	990	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2970	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1841	62.0%
.	990	33.3%
1	139	4.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2970	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1841	62.0%
.	990	33.3%
1	139	4.7%

cancer_type=LGI
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	15.5 KiB

0.0	931
1.0	59

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	2970
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	931	94.0%
1.0	59	6.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	931	94.0%
1.0	59	6.0%

Most occurring characters

Value	Count	Frequency (%)
0	1921	64.7%
.	990	33.3%
1	59	2.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1980	66.7%
Other Punctuation	990	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1921	97.0%
1	59	3.0%

Other Punctuation

Value	Count	Frequency (%)
.	990	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2970	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1921	64.7%
.	990	33.3%
1	59	2.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2970	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1921	64.7%
.	990	33.3%
1	59	2.0%

cancer_type=Lung
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	15.5 KiB

0.0	534
1.0	456

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	2970
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	0.0
3rd row	1.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	534	53.9%
1.0	456	46.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	534	53.9%
1.0	456	46.1%

Most occurring characters

Value	Count	Frequency (%)
0	1524	51.3%
.	990	33.3%
1	456	15.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1980	66.7%
Other Punctuation	990	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1524	77.0%
1	456	23.0%

Other Punctuation

Value	Count	Frequency (%)
.	990	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2970	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1524	51.3%
.	990	33.3%
1	456	15.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2970	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1524	51.3%
.	990	33.3%
1	456	15.4%

cancer_type=Melanoma
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	15.5 KiB

0.0	853
1.0	137

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	2970
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	1.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	853	86.2%
1.0	137	13.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	853	86.2%
1.0	137	13.8%

Most occurring characters

Value	Count	Frequency (%)
0	1843	62.1%
.	990	33.3%
1	137	4.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1980	66.7%
Other Punctuation	990	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1843	93.1%
1	137	6.9%

Other Punctuation

Value	Count	Frequency (%)
.	990	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2970	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1843	62.1%
.	990	33.3%
1	137	4.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2970	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1843	62.1%
.	990	33.3%
1	137	4.6%

cancer_type=UGI
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	15.5 KiB

0.0	810
1.0	180

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	2970
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
0.0	810	81.8%
1.0	180	18.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	810	81.8%
1.0	180	18.2%

Most occurring characters

Value	Count	Frequency (%)
0	1800	60.6%
.	990	33.3%
1	180	6.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1980	66.7%
Other Punctuation	990	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1800	90.9%
1	180	9.1%

Other Punctuation

Value	Count	Frequency (%)
.	990	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2970	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1800	60.6%
.	990	33.3%
1	180	6.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2970	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1800	60.6%
.	990	33.3%
1	180	6.1%

sex=Male
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	15.5 KiB

1.0	568
0.0	422

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	2970
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	1.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
1.0	568	57.4%
0.0	422	42.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	568	57.4%
0.0	422	42.6%

Most occurring characters

Value	Count	Frequency (%)
0	1412	47.5%
.	990	33.3%
1	568	19.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1980	66.7%
Other Punctuation	990	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1412	71.3%
1	568	28.7%

Other Punctuation

Value	Count	Frequency (%)
.	990	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2970	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1412	47.5%
.	990	33.3%
1	568	19.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2970	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1412	47.5%
.	990	33.3%
1	568	19.1%

drug_class=ctla-4
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	15.5 KiB

0.0	985
1.0	5

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	2970
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	985	99.5%
1.0	5	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	985	99.5%
1.0	5	0.5%

Most occurring characters

Value	Count	Frequency (%)
0	1975	66.5%
.	990	33.3%
1	5	0.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1980	66.7%
Other Punctuation	990	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1975	99.7%
1	5	0.3%

Other Punctuation

Value	Count	Frequency (%)
.	990	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2970	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1975	66.5%
.	990	33.3%
1	5	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2970	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1975	66.5%
.	990	33.3%
1	5	0.2%

drug_class=pd-1/pd-l1
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	15.5 KiB

1.0	807
0.0	183

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	2970
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	0.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	807	81.5%
0.0	183	18.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	807	81.5%
0.0	183	18.5%

Most occurring characters

Value	Count	Frequency (%)
0	1173	39.5%
.	990	33.3%
1	807	27.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1980	66.7%
Other Punctuation	990	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1173	59.2%
1	807	40.8%

Other Punctuation

Value	Count	Frequency (%)
.	990	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2970	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1173	39.5%
.	990	33.3%
1	807	27.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2970	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1173	39.5%
.	990	33.3%
1	807	27.2%

progression=Yes
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	15.5 KiB

1.0	835
0.0	155

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	2970
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	835	84.3%
0.0	155	15.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	835	84.3%
0.0	155	15.7%

Most occurring characters

Value	Count	Frequency (%)
0	1145	38.6%
.	990	33.3%
1	835	28.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1980	66.7%
Other Punctuation	990	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1145	57.8%
1	835	42.2%

Other Punctuation

Value	Count	Frequency (%)
.	990	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2970	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1145	38.6%
.	990	33.3%
1	835	28.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2970	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1145	38.6%
.	990	33.3%
1	835	28.1%

age_encoded
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	6
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.5585859

Minimum	0
Maximum	5
Zeros	16
Zeros (%)	1.6%
Negative	0
Negative (%)	0.0%
Memory size	15.5 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	3
median	4
Q3	4
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.1906707
Coefficient of variation (CV)	0.33459097
Kurtosis	0.17730439
Mean	3.5585859
Median Absolute Deviation (MAD)	1
Skewness	-0.75694884
Sum	3523
Variance	1.4176967
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
4	346	34.9%
3	241	24.3%
5	230	23.2%
2	109	11.0%
1	48	4.8%
0	16	1.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	16	1.6%
1	48	4.8%
2	109	11.0%
3	241	24.3%
4	346	34.9%
5	230	23.2%

Value	Count	Frequency (%)
5	230	23.2%
4	346	34.9%
3	241	24.3%
2	109	11.0%
1	48	4.8%
0	16	1.6%

best_response_encoded
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	15.5 KiB

1	519
2	212
3	199
0	60

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	990
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	1
3rd row	2
4th row	2
5th row	1

Common Values

Value	Count	Frequency (%)
1	519	52.4%
2	212	21.4%
3	199	20.1%
0	60	6.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	519	52.4%
2	212	21.4%
3	199	20.1%
0	60	6.1%

Most occurring characters

Value	Count	Frequency (%)
1	519	52.4%
2	212	21.4%
3	199	20.1%
0	60	6.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	990	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	519	52.4%
2	212	21.4%
3	199	20.1%
0	60	6.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	990	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	519	52.4%
2	212	21.4%
3	199	20.1%
0	60	6.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	990	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	519	52.4%
2	212	21.4%
3	199	20.1%
0	60	6.1%

stage_encoded
Categorical

HIGH CORRELATION IMBALANCE

Distinct	4
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	15.5 KiB

3	930
2	54
1	5
0	1

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	990
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	3
2nd row	3
3rd row	3
4th row	3
5th row	3

Common Values

Value	Count	Frequency (%)
3	930	93.9%
2	54	5.5%
1	5	0.5%
0	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	930	93.9%
2	54	5.5%
1	5	0.5%
0	1	0.1%

Most occurring characters

Value	Count	Frequency (%)
3	930	93.9%
2	54	5.5%
1	5	0.5%
0	1	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	990	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
3	930	93.9%
2	54	5.5%
1	5	0.5%
0	1	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	990	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
3	930	93.9%
2	54	5.5%
1	5	0.5%
0	1	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	990	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
3	930	93.9%
2	54	5.5%
1	5	0.5%
0	1	0.1%

ECOG_encoded
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	15.5 KiB

1	544
0	357
2	76
3	11
4	2

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	990
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	1

Common Values

Value	Count	Frequency (%)
1	544	54.9%
0	357	36.1%
2	76	7.7%
3	11	1.1%
4	2	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	544	54.9%
0	357	36.1%
2	76	7.7%
3	11	1.1%
4	2	0.2%

Most occurring characters

Value	Count	Frequency (%)
1	544	54.9%
0	357	36.1%
2	76	7.7%
3	11	1.1%
4	2	0.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	990	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	544	54.9%
0	357	36.1%
2	76	7.7%
3	11	1.1%
4	2	0.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	990	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	544	54.9%
0	357	36.1%
2	76	7.7%
3	11	1.1%
4	2	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	990	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	544	54.9%
0	357	36.1%
2	76	7.7%
3	11	1.1%
4	2	0.2%

msi_type_encoded
Categorical

HIGH CORRELATION IMBALANCE

Distinct	3
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	15.5 KiB

1	918
0	41
2	31

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	990
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
1	918	92.7%
0	41	4.1%
2	31	3.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	918	92.7%
0	41	4.1%
2	31	3.1%

Most occurring characters

Value	Count	Frequency (%)
1	918	92.7%
0	41	4.1%
2	31	3.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	990	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	918	92.7%
0	41	4.1%
2	31	3.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	990	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	918	92.7%
0	41	4.1%
2	31	3.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	990	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	918	92.7%
0	41	4.1%
2	31	3.1%

tx_line_encoded
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	15.5 KiB

1	667
0	323

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	990
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	1
4th row	0
5th row	1

Common Values

Value	Count	Frequency (%)
1	667	67.4%
0	323	32.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	667	67.4%
0	323	32.6%

Most occurring characters

Value	Count	Frequency (%)
1	667	67.4%
0	323	32.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	990	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	667	67.4%
0	323	32.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	990	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	667	67.4%
0	323	32.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	990	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	667	67.4%
0	323	32.6%

Auto

Heatmap
Table

	ECOG	ECOG_encoded	OS	PFS	age	age_encoded	best_response	best_response_encoded	cancer_type=GU	cancer_type=LGI	cancer_type=Lung	cancer_type=Melanoma	cancer_type=UGI	clin_benefit=Yes	drug_class=ctla-4	drug_class=pd-1/pd-l1	id	msi_type	msi_type_encoded	nlr	progression=Yes	response=Yes	sex=Male	stage	stage_encoded	tmb_mutations_mb	tx_line	tx_line_encoded	tx_year	vital_status
ECOG	1.000	1.000	-0.372	-0.288	0.067	0.170	0.146	0.146	0.000	0.000	0.161	0.221	0.056	0.205	0.000	0.099	0.035	0.083	0.083	0.299	0.190	0.204	0.042	0.032	0.032	0.031	0.237	0.237	0.069	0.269
ECOG_encoded	1.000	1.000	-0.372	-0.288	0.067	0.170	0.146	0.146	0.000	0.000	0.161	0.221	0.056	0.205	0.000	0.099	0.035	0.083	0.083	0.299	0.190	0.204	0.042	0.032	0.032	0.031	0.237	0.237	0.069	0.269
OS	-0.372	-0.372	1.000	0.711	0.056	-0.048	0.369	0.369	0.158	0.000	0.094	0.190	0.167	0.598	0.000	0.205	-0.120	0.000	0.000	-0.355	0.417	0.539	0.071	0.057	0.057	0.142	0.330	0.330	0.431	0.617
PFS	-0.288	-0.288	0.711	1.000	0.000	0.020	0.519	0.519	0.108	0.000	0.071	0.172	0.038	0.861	0.000	0.161	-0.015	0.098	0.098	-0.258	0.771	0.760	0.000	0.068	0.068	0.196	0.309	0.309	0.306	0.607
age	0.067	0.067	0.056	0.000	1.000	1.000	0.048	0.048	0.068	0.203	0.197	0.049	0.041	0.000	0.011	0.077	0.043	0.057	0.057	0.065	0.000	0.018	0.079	0.000	0.000	0.168	0.041	0.041	0.000	0.055
age_encoded	0.170	0.170	-0.048	0.020	1.000	1.000	0.048	0.048	0.068	0.203	0.197	0.049	0.041	0.000	0.011	0.077	0.043	0.057	0.057	0.065	0.000	0.018	0.079	0.000	0.000	0.168	0.041	0.041	0.000	0.055
best_response	0.146	0.146	0.369	0.519	0.048	0.048	1.000	1.000	0.000	0.000	0.148	0.356	0.069	0.916	0.000	0.105	0.036	0.061	0.061	-0.027	0.623	0.999	0.033	0.088	0.088	0.001	0.328	0.328	0.072	0.545
best_response_encoded	0.146	0.146	0.369	0.519	0.048	0.048	1.000	1.000	0.000	0.000	0.148	0.356	0.069	0.916	0.000	0.105	0.036	0.061	0.061	-0.027	0.623	0.999	0.033	0.088	0.088	0.001	0.328	0.328	0.072	0.545
cancer_type=GU	0.000	0.000	0.158	0.108	0.068	0.068	0.000	0.000	1.000	0.090	0.369	0.155	0.184	0.000	0.000	0.034	-0.096	0.054	0.054	-0.046	0.033	0.000	0.081	0.091	0.091	-0.129	0.000	0.000	0.093	0.000
cancer_type=LGI	0.000	0.000	0.000	0.000	0.203	0.203	0.000	0.000	0.090	1.000	0.226	0.089	0.109	0.000	0.000	0.000	-0.016	0.372	0.372	-0.005	0.000	0.000	0.033	0.000	0.000	0.121	0.102	0.102	0.070	0.000
cancer_type=Lung	0.161	0.161	0.094	0.071	0.197	0.197	0.148	0.148	0.369	0.226	1.000	0.366	0.432	0.062	0.041	0.087	0.077	0.123	0.123	0.157	0.112	0.074	0.119	0.041	0.041	0.068	0.140	0.140	0.122	0.093
cancer_type=Melanoma	0.221	0.221	0.190	0.172	0.049	0.049	0.356	0.356	0.155	0.089	0.366	1.000	0.182	0.171	0.000	0.248	0.020	0.070	0.070	-0.146	0.216	0.200	0.095	0.181	0.181	0.197	0.491	0.491	0.127	0.171
cancer_type=UGI	0.056	0.056	0.167	0.038	0.041	0.041	0.069	0.069	0.184	0.109	0.432	0.182	1.000	0.031	0.000	0.005	-0.012	0.049	0.049	-0.013	0.078	0.026	0.068	0.000	0.000	-0.201	0.126	0.126	0.164	0.054
clin_benefit=Yes	0.205	0.205	0.598	0.861	0.000	0.000	0.916	0.916	0.000	0.000	0.062	0.171	0.031	1.000	0.000	0.084	0.044	0.092	0.092	-0.190	0.584	0.896	0.000	0.068	0.068	0.198	0.319	0.319	0.091	0.553
drug_class=ctla-4	0.000	0.000	0.000	0.000	0.011	0.011	0.000	0.000	0.000	0.000	0.041	0.000	0.000	0.000	1.000	0.127	-0.034	0.000	0.000	0.004	0.000	0.000	0.023	0.000	0.000	0.008	0.000	0.000	0.053	0.000
drug_class=pd-1/pd-l1	0.099	0.099	0.205	0.161	0.077	0.077	0.105	0.105	0.034	0.000	0.087	0.248	0.005	0.084	0.127	1.000	0.063	0.062	0.062	0.040	0.079	0.101	0.000	0.056	0.056	-0.012	0.191	0.191	0.159	0.031
id	0.035	0.035	-0.120	-0.015	0.043	0.043	0.036	0.036	-0.096	-0.016	0.077	0.020	-0.012	0.044	-0.034	0.063	1.000	0.038	0.038	0.026	0.000	0.000	0.000	0.035	0.035	-0.001	0.251	0.251	0.476	0.077
msi_type	0.083	0.083	0.000	0.098	0.057	0.057	0.061	0.061	0.054	0.372	0.123	0.070	0.049	0.092	0.000	0.062	0.038	1.000	1.000	-0.004	0.125	0.099	0.016	0.020	0.020	0.147	0.089	0.089	0.000	0.033
msi_type_encoded	0.083	0.083	0.000	0.098	0.057	0.057	0.061	0.061	0.054	0.372	0.123	0.070	0.049	0.092	0.000	0.062	0.038	1.000	1.000	-0.004	0.125	0.099	0.016	0.020	0.020	0.147	0.089	0.089	0.000	0.033
nlr	0.299	0.299	-0.355	-0.258	0.065	0.065	-0.027	-0.027	-0.046	-0.005	0.157	-0.146	-0.013	-0.190	0.004	0.040	0.026	-0.004	-0.004	1.000	0.097	0.123	0.000	0.000	0.000	0.033	0.114	0.114	0.018	0.207
progression=Yes	0.190	0.190	0.417	0.771	0.000	0.000	0.623	0.623	0.033	0.000	0.112	0.216	0.078	0.584	0.000	0.079	0.000	0.125	0.125	0.097	1.000	0.578	0.036	0.128	0.128	-0.233	0.253	0.253	0.062	0.542
response=Yes	0.204	0.204	0.539	0.760	0.018	0.018	0.999	0.999	0.000	0.000	0.074	0.200	0.026	0.896	0.000	0.101	0.000	0.099	0.099	0.123	0.578	1.000	0.000	0.066	0.066	0.191	0.306	0.306	0.100	0.498
sex=Male	0.042	0.042	0.071	0.000	0.079	0.079	0.033	0.033	0.081	0.033	0.119	0.095	0.068	0.000	0.023	0.000	0.000	0.016	0.016	0.000	0.036	0.000	1.000	0.026	0.026	0.054	0.100	0.100	0.000	0.000
stage	0.032	0.032	0.057	0.068	0.000	0.000	0.088	0.088	0.091	0.000	0.041	0.181	0.000	0.068	0.000	0.056	0.035	0.020	0.020	0.000	0.128	0.066	0.026	1.000	1.000	-0.080	0.128	0.128	0.000	0.126
stage_encoded	0.032	0.032	0.057	0.068	0.000	0.000	0.088	0.088	0.091	0.000	0.041	0.181	0.000	0.068	0.000	0.056	0.035	0.020	0.020	0.000	0.128	0.066	0.026	1.000	1.000	-0.080	0.128	0.128	0.000	0.126
tmb_mutations_mb	0.031	0.031	0.142	0.196	0.168	0.168	0.001	0.001	-0.129	0.121	0.068	0.197	-0.201	0.198	0.008	-0.012	-0.001	0.147	0.147	0.033	-0.233	0.191	0.054	-0.080	-0.080	1.000	0.115	0.115	0.016	0.123
tx_line	0.237	0.237	0.330	0.309	0.041	0.041	0.328	0.328	0.000	0.102	0.140	0.491	0.126	0.319	0.000	0.191	0.251	0.089	0.089	0.114	0.253	0.306	0.100	0.128	0.128	0.115	1.000	0.998	0.177	0.226
tx_line_encoded	0.237	0.237	0.330	0.309	0.041	0.041	0.328	0.328	0.000	0.102	0.140	0.491	0.126	0.319	0.000	0.191	0.251	0.089	0.089	0.114	0.253	0.306	0.100	0.128	0.128	0.115	0.998	1.000	0.177	0.226
tx_year	0.069	0.069	0.431	0.306	0.000	0.000	0.072	0.072	0.093	0.070	0.122	0.127	0.164	0.091	0.053	0.159	0.476	0.000	0.000	0.018	0.062	0.100	0.000	0.000	0.000	0.016	0.177	0.177	1.000	0.103
vital_status	0.269	0.269	0.617	0.607	0.055	0.055	0.545	0.545	0.000	0.000	0.093	0.171	0.054	0.553	0.000	0.031	0.077	0.033	0.033	0.207	0.542	0.498	0.000	0.126	0.126	0.123	0.226	0.226	0.103	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	id	tx_year	age	nlr	msi_type	tmb_mutations_mb	best_response	PFS	vital_status	OS	stage	tx_line	ECOG	response=Yes	clin_benefit=Yes	cancer_type=GU	cancer_type=LGI	cancer_type=Lung	cancer_type=Melanoma	cancer_type=UGI	sex=Male	drug_class=pd-1/pd-l1	progression=Yes	age_encoded	best_response_encoded	stage_encoded	ECOG_encoded	msi_type_encoded	tx_line_encoded
2	8215	2018	61 - 70	1.38	Stable	19.3	PR	3.45	0.0	9.59	IV	Subsequent-line	0.0	1.0	1.0	0.0	0.0	1.0	0.0	0.0	0.0	1.0	1.0	4	2	3	0	1	1
3	8216	2015	51 - 60	2.69	Stable	1.0	PD	0.56	0.0	50.14	IV	First-line	0.0	0.0	0.0	0.0	0.0	0.0	1.0	0.0	0.0	0.0	1.0	3	1	3	0	1	0
4	8217	2018	51 - 60	2.54	Stable	10.5	PR	4.67	0.0	9.99	IV	Subsequent-line	0.0	1.0	1.0	0.0	0.0	1.0	0.0	0.0	0.0	1.0	1.0	3	2	3	0	1	1
6	8219	2017	51 - 60	5.21	Stable	0.0	PR	8.61	1.0	18.83	IV	First-line	0.0	1.0	1.0	0.0	0.0	0.0	0.0	1.0	1.0	1.0	1.0	3	2	3	0	1	0
8	8221	2016	61 - 70	2.18	Indeterminate	2.0	PD	1.25	1.0	2.33	IV	Subsequent-line	1.0	0.0	0.0	0.0	0.0	0.0	0.0	1.0	0.0	1.0	1.0	4	1	3	1	0	1
9	8222	2017	51 - 60	4.62	Stable	4.4	PD	1.97	1.0	3.12	IV	Subsequent-line	1.0	0.0	0.0	1.0	0.0	0.0	0.0	0.0	1.0	1.0	1.0	3	1	3	1	1	1
11	8223	2017	61 - 70	2.56	Indeterminate	41.3	SD	7.13	1.0	7.13	IV	Subsequent-line	0.0	0.0	0.0	0.0	1.0	0.0	0.0	0.0	0.0	1.0	1.0	4	3	3	0	0	1
14	8226	2018	61 - 70	4.89	Stable	3.5	PD	1.35	0.0	3.22	IV	Subsequent-line	1.0	0.0	0.0	0.0	0.0	1.0	0.0	0.0	1.0	0.0	1.0	4	1	3	1	1	1
17	8229	2015	51 - 60	2.92	Stable	19.7	CR	45.96	0.0	48.82	IV	Subsequent-line	1.0	1.0	1.0	0.0	0.0	1.0	0.0	0.0	0.0	1.0	0.0	3	0	3	1	1	1
18	8230	2017	61 - 70	4.25	Stable	8.8	PD	1.64	1.0	6.77	IV	Subsequent-line	1.0	0.0	0.0	1.0	0.0	0.0	0.0	0.0	1.0	1.0	1.0	4	1	3	1	1	1

	id	tx_year	age	nlr	msi_type	tmb_mutations_mb	best_response	PFS	vital_status	OS	stage	tx_line	ECOG	response=Yes	clin_benefit=Yes	cancer_type=LGI	cancer_type=Lung	cancer_type=UGI	sex=Male	drug_class=pd-1/pd-l1	progression=Yes	age_encoded	best_response_encoded	stage_encoded	ECOG_encoded	msi_type_encoded	tx_line_encoded
1617	10016	2018	51 - 60	12.30	Stable	2.6	SD	2.46	1.0	6.08	IV	First-line	0.0	0.0	0.0	0.0	1.0	0.0	1.0	1.0	1.0	3	3	3	0	1	0
1618	10017	2018	71 - 95	19.88	Unstable	47.4	SD	1.74	1.0	1.74	IV	First-line	1.0	0.0	0.0	0.0	1.0	0.0	0.0	1.0	1.0	5	3	3	1	2	0
1621	10020	2018	61 - 70	9.45	Stable	17.6	PD	0.89	1.0	3.45	IV	First-line	0.0	0.0	0.0	1.0	0.0	0.0	1.0	1.0	1.0	4	1	3	0	1	0
1622	10021	2018	61 - 70	5.92	Stable	3.5	CR	10.91	0.0	13.83	IV	First-line	1.0	1.0	1.0	0.0	0.0	1.0	1.0	1.0	1.0	4	0	3	1	1	0
1623	10023	2018	61 - 70	1.86	Stable	7.9	PR	12.45	0.0	15.90	IV	First-line	0.0	1.0	1.0	0.0	1.0	0.0	1.0	1.0	1.0	4	2	3	0	1	0
1624	10025	2018	51 - 60	9.25	Stable	0.0	PD	0.82	1.0	0.82	IV	First-line	1.0	0.0	0.0	0.0	1.0	0.0	1.0	1.0	1.0	3	1	3	1	1	0
1626	10027	2018	61 - 70	6.50	Stable	12.3	SD	11.70	0.0	12.22	III	Subsequent-line	1.0	0.0	1.0	0.0	1.0	0.0	1.0	1.0	0.0	4	3	2	1	1	1
1627	10028	2018	71 - 95	4.82	Stable	9.7	PD	1.54	1.0	1.54	IV	First-line	1.0	0.0	0.0	0.0	1.0	0.0	1.0	1.0	1.0	5	1	3	1	1	0
1629	10030	2018	51 - 60	4.92	Stable	3.5	SD	8.08	0.0	14.95	IV	First-line	0.0	0.0	1.0	0.0	1.0	0.0	1.0	1.0	1.0	3	3	3	0	1	0
1630	10032	2018	41 - 50	34.67	Stable	9.7	PD	1.38	1.0	3.15	IV	Subsequent-line	1.0	0.0	0.0	0.0	1.0	0.0	1.0	1.0	1.0	2	1	3	1	1	1

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script